MIT RES.LL-005 Mathematics of Big Data and Machine Learning, IAP 2020

by MIT OpenCourseWare · 20 videos

Total watch time

14h 12m

at speed · exactly 14 hours, 12 minutes, 9 seconds at 1×

14h 12m 9s
1.25×11h 21m 43s
1.5×9h 28m 6s
1.75×8h 6m 57s
7h 6m 5s
Average video42m 36s
Longest1h 23m 22s
Shortest7m 15s
Compare Open on YouTube JSON

Plan to finish

About 15 days at an hour a day

Pick a daily pace and the days you'll watch. Ticked videos are skipped.

Days

At one hour a day, every day, this playlist takes about 15 days. Turn on JavaScript to plan around your week.

Videos (20)

14h 12m in total · tick what you've watched

Tick videos you've watched — progress is saved in this browser.

Videos to
Watched
1 1. Artificial Intelligence and Machine Learning 1:14:24 2020-06-25
2 2. Cyber Network Data Processing; AI Data Architecture 1:16:41 2020-06-25
3 Lecture: Mathematics of Big Data and Machine Learning 38:16 2018-11-09
4 0. Introduction 50:28 2016-06-10
5 0. Examples Demonstration 31:56 2016-06-10
6 1. Using Associative Arrays 45:24 2016-06-10
7 1. Examples Demonstration 24:57 2016-06-10
8 2. Group Theory 1:11:42 2016-06-10
9 2. Examples Demonstration 7:15 2016-06-10
10 3. Entity Analysis in Unstructured Data 45:42 2016-06-10
11 3. Examples Demonstration 32:57 2016-06-10
12 4. Analysis of Structured Data 41:54 2016-06-10
13 4. Examples Demonstration 24:00 2016-06-10
14 5. Perfect Power Law Graphs -- Generation, Sampling, Construction, and Fitting 53:50 2016-06-10
15 5. Examples Demonstration 24:05 2016-06-10
16 6. Bio Sequence Cross Correlation 44:53 2016-06-10
17 6. Examples Demonstration 22:22 2016-06-10
18 Demonstration 7 1:23:22 2016-06-10
19 7. Kronecker Graphs, Data Generation, and Performance 44:43 2016-06-10
20 7. Examples Demonstration 13:18 2016-06-10

Embed a badge

Show the watch time in a README or course description — it links back here and updates itself

Watch time: 14h 12m · 20 videos

Markdown
[![Watch time: 14h 12m · 20 videos](https://playlistduration.com/badge/playlist/PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V.svg)](https://playlistduration.com/playlist/PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V)
HTML
<a href="https://playlistduration.com/playlist/PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V"><img src="https://playlistduration.com/badge/playlist/PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V.svg" alt="Watch time: 14h 12m · 20 videos" width="210" height="20"></a>

Add ?speed=1.5 to the image URL for the time at that speed, ?label=Course to change the left text, or ?style=flat-square for square corners.

Want the numbers themselves? GET https://playlistduration.com/api/v1/playlist/PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V returns them as JSON — free, no key. API docs →

Data from the YouTube Data API as of 2026-09-22 (cached). Private or deleted videos are excluded from totals.